• DocumentCode
    828911
  • Title

    Recovery of underwater visibility and structure by polarization analysis

  • Author

    Schechner, Yoav Y. ; Karpel, Nir

  • Author_Institution
    Dept. of Electr. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
  • Volume
    30
  • Issue
    3
  • fYear
    2005
  • fDate
    7/1/2005 12:00:00 AM
  • Firstpage
    570
  • Lastpage
    587
  • Abstract
    Underwater imaging is important for scientific research and technology as well as for popular activities, yet it is plagued by poor visibility conditions. In this paper, we present a computer vision approach that removes degradation effects in underwater vision. We analyze the physical effects of visibility degradation. It is shown that the main degradation effects can be associated with partial polarization of light. Then, an algorithm is presented, which inverts the image formation process for recovering good visibility in images of scenes. The algorithm is based on a couple of images taken through a polarizer at different orientations. As a by-product, a distance map of the scene is also derived. In addition, this paper analyzes the noise sensitivity of the recovery. We successfully demonstrated our approach in experiments conducted in the sea. Great improvements of scene contrast and color correction were obtained, nearly doubling the underwater visibility range.
  • Keywords
    computer vision; geophysical signal processing; image enhancement; light polarisation; underwater optics; visibility; computer vision approach; degradation effects; distance map; image formation process; noise sensitivity; partial polarization; polarization analysis; underwater imaging; underwater visibility; visibility conditions; Color; Colored noise; Computer vision; Degradation; Image analysis; Image enhancement; Inverse problems; Layout; Lighting; Optical polarization; Color; illumination; image enhancement; inverse problems; polarized light; scattering; three-dimensional reconstruction; undersea vision; underwater imaging;
  • fLanguage
    English
  • Journal_Title
    Oceanic Engineering, IEEE Journal of
  • Publisher
    ieee
  • ISSN
    0364-9059
  • Type

    jour

  • DOI
    10.1109/JOE.2005.850871
  • Filename
    1593804